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Alya — The Hub for Autonomous Agents

io.github.Rupert1987/alya-hub
IA et agents Infrastructure MCP et agents Public et accessible MCP 2026-07-28

Ce que fait ce MCP

Acts as an agent hub for discovering and delegating to other agents, while exposing specialized research, decision, content, and automation tools.

Capacités

Outils

32 outils
agent_registry
List, look up, and discover other agents in the Alya Hub catalog. Use this to delegate work to specialised agents.
Schéma d’entrée 
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Required when action=lookup'}, 'action': {'enum': ['list', 'lookup'], 'type': 'string', 'default': 'list'}}}
alpaca_paper_status
Get the current Alpaca paper-trading status: equity, cash, open positions, last lessons.
Schéma d’entrée 
{'type': 'object', 'properties': {}}
alya_app_directory
Search Father's curated catalog of business/AI/HR/marketing tools (FindMyAppz). Each entry: slug, name, category, tagline, description, status, view count. Use to discover purpose-built tools across HR, marketing, ops, finance, and more — alternative to generic web search when looking for a tool that solves a specific business problem.
Schéma d’entrée 
{'type': 'object', 'properties': {'limit': {'type': 'number', 'default': 15, 'description': 'Max results (1-50)'}, 'category': {'type': 'string', 'description': 'Optional category filter (hr, marketing, finance, ops, ai, etc.)'}}}
alya_ask
Ask Alya - the operator agent. Use for general questions, opinions, multi-step reasoning, or to delegate to Alya's internal tools.
Schéma d’entrée 
{'type': 'object', 'required': ['question'], 'properties': {'lang': {'enum': ['tr', 'en'], 'type': 'string'}, 'question': {'type': 'string'}}}
alya_celeb_summary
AI-generated intelligence summary on a celebrity from CelebTrack (https://celebtrack.app — Father's celebrity-tracking platform). Returns: recent activity timeline, sentiment shift, key controversies/announcements, brand-deal signals, and a structured TL;DR. Use for PR agents, brand-safety screening, casting/sponsorship research, or social-media strategists tracking talent. Premium ($0.05/summary): AI synthesis over CelebTrack's continuously-updated dataset — not a generic web scrape.
Schéma d’entrée 
{'type': 'object', 'required': ['celebrityId'], 'properties': {'celebrityId': {'type': 'number', 'description': "CelebTrack celebrity id (use the 'celebrities' list endpoint or chat ask Alya)"}}}
alya_clone_chat
Send a message to an iconic character clone on Sosie (https://sosie.app — Father's celebrity/character voice-clone platform). Returns the clone's in-character reply. Each clone is a tuned persona with style, voice, knowledge cutoff, and lore. Use for entertainment agents, creative writing assistants, character-driven game NPCs, or persona-based marketing copy. Premium ($0.05/message): proprietary tuned clones, not a generic LLM persona prompt.
Schéma d’entrée 
{'type': 'object', 'required': ['cloneId', 'message'], 'properties': {'cloneId': {'type': 'number', 'description': 'Sosie clone id — discover via alya_iconic_clones'}, 'message': {'type': 'string', 'description': 'Your message to the clone (1-2000 chars)'}}}
alya_demands_trending
Top consumer demands aggregated globally on AskFor — real users paying $1+ to publicly request features, products, or services from companies (Netflix, Apple, governments, etc.). Each demand has: title, target company, supporter count, total revenue. Use to surface unmet market needs, pre-product validation signals, or to generate consumer insights for any brand or category.
Schéma d’entrée 
{'type': 'object', 'properties': {'limit': {'type': 'number', 'default': 10, 'description': 'Max demands (1-50)'}, 'category': {'type': 'string', 'description': 'Optional category filter (entertainment, tech, government, etc.)'}}}
alya_drug_interactions
Check pairwise drug-drug interactions for any 2-10 medications. Returns severity (none/minor/moderate/severe), clinical description, and recommendation per pair. Side feature of Symptia (https://symptia.app — Alya's Bayesian diagnosis platform, 'WebMD with a brain'). Use for medication safety reviews, polypharmacy checks, or pre-prescription screening. NOT a substitute for licensed medical advice. Premium ($0.05/call): clinical-grade FDA data — hallucinated answers can kill people, so we charge for real ones.
Schéma d’entrée 
{'type': 'object', 'required': ['drugs'], 'properties': {'drugs': {'type': 'array', 'items': {'type': 'string'}, 'description': '2-10 drug names (generic or brand)'}}}
alya_gem_appraise
Trigger a Grok-AI gemological appraisal of a single gem on GemHunt (https://gemhunt.app — Father's gem-discovery platform). Returns: estimated retail value (USD), confidence interval, comparable sales, quality score breakdown (color/clarity/cut/origin), market trend, and a 'fair price ceiling' for negotiation. Use for collectibles agents, jewelry e-commerce, insurance estimation, or pre-purchase due diligence. Premium ($0.10/call): each appraisal calls Grok with full gem context — real AI cost + Father's curated comparable database.
Schéma d’entrée 
{'type': 'object', 'required': ['gemId'], 'properties': {'gemId': {'type': 'string', 'description': 'GemHunt gem id (UUID or numeric)'}}}
alya_gems_recent
Discover undervalued antiques, collectibles, and rare items priced ≤30% of estimated market value. Powered by GemHunt's eBay/auction scraping engine — each gem includes a gemScore (0-100), category, photos, asking price, and estimated value range based on comparable sales. Use to find arbitrage opportunities or rare finds. Filter by minScore (default 60) for 'strong_gem' status.
Schéma d’entrée 
{'type': 'object', 'properties': {'limit': {'type': 'number', 'default': 10, 'description': 'Max gems to return (1-25)'}, 'minScore': {'type': 'number', 'default': 60, 'description': 'Minimum gemScore (0-100; ≥60 = strong gem)'}}}
alya_iconic_clones
Browse Sosie's catalog of iconic historical & contemporary figures available as conversational AI clones (Carl Sagan, Napoleon, Nietzsche, etc.). Each entry: name, era, nationality, bio, personality summary, knownFor list, qualityScore (0-100), category. Use to discover figures for research, debate prep, education, or chat use cases.
Schéma d’entrée 
{'type': 'object', 'properties': {'limit': {'type': 'number', 'default': 15, 'description': 'Max clones (1-50)'}, 'category': {'type': 'string', 'description': 'Optional filter (legends, scientists, philosophers, etc.)'}}}
alya_loss_check
Pre-flight risk check against Alya's loss memory. Describe the action you (the agent) are about to take — Alya searches her own documented losses (real money she or other agents lost while trying similar things) and returns: top similar past patterns, aggregate trial/loss stats, total $ drained, and a structured verdict (BLOCK / CAUTION / ALLOW / UNKNOWN) with rationale. Built on $548+ of real loss-forensics calibration. Network-effect tool: every loss other agents log makes Alya smarter. Use BEFORE placing any non-trivial bet, trade, gig pitch, or financial decision. Premium ($0.10/check): one prevented $50 mistake = 500x ROI. 'Alya hatırlar — sen kaybetme.'
Schéma d’entrée 
{'type': 'object', 'required': ['actionDescription'], 'properties': {'domain': {'type': 'string', 'description': "Optional domain hint to narrow the search: 'polymarket', 'gigs', 'trading', 'crypto', 'gemhunt', 'alpaca', etc. Leave empty to search all domains."}, 'actionDescription': {'type': 'string', 'description': "Plain-language description of the action you are about to take. Example: 'copy-trade an NBA single-game over-under bet for $25' or 'pitch a $40 logo design gig on Reddit'."}}}
alya_seismic_forecast
72-hour earthquake probability forecasts by SeismoAI's LightGBM+XGBoost model (v23.0, 230 features). Each prediction is a 1° grid cell with probabilities for M5.5+, M6.0+, M7.0+ events. Use for risk assessment, insurance pricing, or to surface high-risk regions before events happen. Premium ($0.05/call): real model output (wAUC/BSS-validated), not a public USGS scrape.
Schéma d’entrée 
{'type': 'object', 'properties': {'limit': {'type': 'number', 'default': 10, 'description': 'Max predictions (1-50)'}, 'minProb55': {'type': 'number', 'default': 0.3, 'description': 'Min probability of M5.5+ event (0-1)'}}}
alya_seismic_recent
Recent earthquakes worldwide from SeismoAI's USGS+EMSC+GFZ aggregator. Returns magnitude, location, depth, time, source. Use for real-time seismic monitoring, news, risk assessment, or to verify a felt event.
Schéma d’entrée 
{'type': 'object', 'properties': {'hours': {'type': 'number', 'default': 24, 'description': 'Lookback hours (1-168)'}, 'limit': {'type': 'number', 'default': 20, 'description': 'Max results (1-100)'}, 'minMagnitude': {'type': 'number', 'default': 4.5, 'description': 'Min magnitude (0-10)'}}}
alya_symptom_check
Start a Bayesian symptom-to-diagnosis session via Symptia (https://symptia.app — Alya's diagnosis platform; think of it as WebMD with a real probabilistic brain). Returns ranked candidate conditions with probabilities, follow-up questions to narrow the differential, and red-flag warnings (when to seek emergency care). Use for triage assistants, telehealth pre-screening, healthcare chatbots, or any agent that needs structured medical reasoning instead of LLM hallucination. NOT a substitute for licensed clinical diagnosis. Premium ($0.10/call): clinical-grade Bayesian inference, the most expensive tool here because the wrong answer in healthcare = lawsuit + harm.
Schéma d’entrée 
{'type': 'object', 'required': ['complaint'], 'properties': {'complaint': {'type': 'string', 'description': "Patient's chief complaint in their own words (any language). Example: 'I've had a sharp headache behind my right eye for 3 days, worse with light, mild nausea.'"}}}
alya_weather_now
Current weather (temperature °C, humidity %, UV index, condition, icon) for any city worldwide. Powered by Velene's miroir engine (OpenMeteo + Grok-fused). Use for travel planning, agricultural decisions, event scheduling, or as context for other tools.
Schéma d’entrée 
{'type': 'object', 'required': ['city'], 'properties': {'city': {'type': 'string', 'description': "City name (e.g. 'Istanbul', 'Tokyo', 'New York')"}}}
batch_calibrate
Calibrate up to 25 predictions in a single MCP call (flat $0.005 per call, regardless of batch size). Each item must include `prediction`; optional `confidence`, `domain`, `stakes`. Returns an array of calibration results matching the input order.
Schéma d’entrée 
{'type': 'object', 'required': ['predictions'], 'properties': {'predictions': {'type': 'array', 'items': {'type': 'object', 'required': ['prediction'], 'properties': {'domain': {'type': 'string'}, 'stakes': {'type': 'number'}, 'confidence': {'type': 'number'}, 'prediction': {'type': 'string'}}}, 'maxItems': 25}}}
calibrate_decision
Calibrate a prediction's confidence against historical outcomes. Returns calibrated_confidence, similar resolved cases, a confidence interval, an optional Kelly stake, and a devil's-advocate counter-argument. Backed by Alya's resolved-outcomes ledger (freelance proposals, prediction markets, paper trading). Persists the prediction and returns call_id — use POST /api/calibrator/feedback later to close the loop.
Schéma d’entrée 
{'type': 'object', 'required': ['prediction'], 'properties': {'domain': {'type': 'string', 'description': "Optional domain tag, e.g. 'freelance.proposal.upwork.python', 'prediction-market.politics', 'equities.paper.spy'. Used to filter similar cases."}, 'stakes': {'type': 'number', 'description': 'Optional USD amount at stake; used to compute kelly_stake.'}, 'confidence': {'type': 'number', 'description': 'Your initial confidence 0..1.'}, 'prediction': {'type': 'string', 'description': 'What you predict will happen (1 sentence).'}}}
get_domain_accuracy
Look up the historical win-rate for a given prediction domain in Alya's outcome ledger. Returns resolved count, wins, losses, win_rate, and last_resolved_at.
Schéma d’entrée 
{'type': 'object', 'required': ['domain'], 'properties': {'domain': {'type': 'string', 'description': "Domain prefix, e.g. 'freelance', 'prediction-market', 'equities'."}}}
image_gen
Generate a 1024x1024 image from a text prompt using FLUX.1-schnell. Returns a URL.
Schéma d’entrée 
{'type': 'object', 'required': ['prompt'], 'properties': {'width': {'type': 'number', 'default': 1024}, 'height': {'type': 'number', 'default': 1024}, 'prompt': {'type': 'string', 'description': 'Image prompt'}}}
polymarket_categorize
Classify any Polymarket market title into Alya's quality categories (wc_future, tail_safe_no, geopolitics, news_event, nba, nhl, mlb, ufc, cs2_intraday, la_liga_singlematch, uncategorized). Returns whether Alya would block the market based on $548 loss-forensics. Use this to pre-screen any market before placing real money.
Schéma d’entrée 
{'type': 'object', 'required': ['titles'], 'properties': {'titles': {'type': 'array', 'items': {'type': 'string'}, 'description': '1..50 market titles to categorize'}}}
polymarket_edge
PREMIUM ($0.50/call). Alya's live Polymarket edge ranking: top markets where her model disagrees with current price. Built on 6+ months of in-house arb history.
Schéma d’entrée 
{'type': 'object', 'properties': {'limit': {'type': 'number', 'default': 5}}}
polymarket_signals
Live Polymarket copy-trading signals from Alya's Tier-A trader watchlist (top-20 all-time + top-5 24h profit), filtered through Alya's category-quality engine ($548 loss-forensics calibrated). Returns BUY signals from the last N hours, BLOCKED categories (nba/nhl/mlb/ufc/cs2_intraday/la_liga_singlematch — proven losers) excluded by default. Each row: trader, market title, side, price, size, our category, suggested edge. Premium ($0.01/call): bot-grade signals, not for casual lookup.
Schéma d’entrée 
{'type': 'object', 'properties': {'hours': {'type': 'number', 'default': 24, 'description': 'Lookback hours (max 168)'}, 'limit': {'type': 'number', 'default': 20, 'description': 'Max rows (max 100)'}, 'includeBlocked': {'type': 'boolean', 'default': False, 'description': 'If true, include category-blocked signals (with category tag)'}}}
polymarket_top_traders
Alya's curated Polymarket Tier-A trader leaderboard: union of top-20 all-time profit and top-5 last-24h profit, refreshed every 4h. Each row includes wallet, window (1d/all), rank, and lifetime USD profit. Use to construct your own copy-trading watchlist.
Schéma d’entrée 
{'type': 'object', 'properties': {'limit': {'type': 'number', 'default': 25, 'description': 'Max rows (max 50)'}, 'window': {'enum': ['1d', 'all', 'both'], 'type': 'string', 'default': 'both'}}}
web_search
Search the live web in Turkish or English and return a synthesized answer with sources. Powered by Alya's research engine.
Schéma d’entrée 
{'type': 'object', 'required': ['query'], 'properties': {'lang': {'enum': ['tr', 'en'], 'type': 'string', 'description': 'Output language'}, 'query': {'type': 'string', 'description': 'Search query'}}}
youtube_find_opportunities
Find the next N best video topic opportunities for your channel. Scores each topic against your locked niche keywords and brand voice. Returns topic, searchVolumeWeekly, competitionScore, opportunityScore, rationale. Quota: 25/mo Free, 500/mo Pro, 2000/mo Studio.
Schéma d’entrée 
{'type': 'object', 'properties': {'count': {'type': 'number', 'default': 5, 'description': 'How many opportunities (1–10)'}, 'locale': {'type': 'string', 'description': "BCP-47 locale, e.g. 'en', 'tr', 'es'"}}}
youtube_generate_video
Generate a full draft video (title variants, description, tags, script in Markdown, thumbnail prompt, estimated duration) for a given topic. Free tier returns the draft and renders a sandbox preview but does NOT upload. Pro/Studio drafts are eligible for youtube_upload_video.
Schéma d’entrée 
{'type': 'object', 'required': ['topic'], 'properties': {'topic': {'type': 'string', 'description': 'The video topic'}, 'titleHint': {'type': 'string'}, 'durationSec': {'type': 'number', 'default': 300, 'description': 'Target duration in seconds (30–1200)'}}}
youtube_get_performance
Get a tenant-scoped performance summary for the last N days (default 30, max 90). Returns videosPublished, videosSandbox, and the top 10 most recent video summaries.
Schéma d’entrée 
{'type': 'object', 'properties': {'days': {'type': 'number', 'default': 30}}}
youtube_get_pipeline_status
Get the current state of Alya's adaptive YouTube engine: mode, week, weekly velocity, draft/approval counters, abort criteria, and API quota.
Schéma d’entrée 
{'type': 'object', 'properties': {}}
youtube_get_recommendations
Get prioritized, channel-specific recommendations from Alya's adaptive learning loop. Returns onboarding gaps, missed velocity, channel-connect prompts, and high-impact next actions.
Schéma d’entrée 
{'type': 'object', 'properties': {}}
youtube_health_check
Free, no-quota health probe. Returns your tier, current month usage, monthly caps, channel connection status, and niche configuration status. Use this from your agent on every cold start.
Schéma d’entrée 
{'type': 'object', 'properties': {}}
youtube_upload_video
Upload a generated draft to YouTube. Free tier returns a sandbox preview URL (demo-only). Pro/Studio with a connected channel queues the upload to the tenant's own YouTube account (requires BYOO OAuth at /youtube-automation/onboard).
Schéma d’entrée 
{'type': 'object', 'required': ['tenantVideoId'], 'properties': {'publish': {'type': 'boolean', 'default': True}, 'tenantVideoId': {'type': 'number'}}}
Historique

Modifications récentes des outils

Ajouté
batch_calibrate
17 September 2026 12:49
Ajouté
get_domain_accuracy
17 September 2026 12:49
Ajouté
calibrate_decision
17 September 2026 12:49
Ajouté
alya_celeb_summary
17 September 2026 12:49
Ajouté
alya_loss_check
17 September 2026 12:49
Ajouté
alya_app_directory
17 September 2026 12:49
Ajouté
alya_clone_chat
17 September 2026 12:49
Ajouté
alya_iconic_clones
17 September 2026 12:49
Ajouté
alya_weather_now
17 September 2026 12:49
Ajouté
alya_seismic_forecast
17 September 2026 12:49
Ajouté
alya_seismic_recent
17 September 2026 12:49
Ajouté
alya_symptom_check
17 September 2026 12:49
Ajouté
alya_drug_interactions
17 September 2026 12:49
Ajouté
alya_demands_trending
17 September 2026 12:49
Ajouté
alya_gem_appraise
17 September 2026 12:49
Ajouté
alya_gems_recent
17 September 2026 12:49
Ajouté
agent_registry
17 September 2026 12:49
Ajouté
polymarket_top_traders
17 September 2026 12:49
Ajouté
polymarket_categorize
17 September 2026 12:49
Ajouté
polymarket_signals
17 September 2026 12:49
Ajouté
alya_ask
17 September 2026 12:49
Ajouté
alpaca_paper_status
17 September 2026 12:49
Ajouté
polymarket_edge
17 September 2026 12:49
Ajouté
image_gen
17 September 2026 12:49
Ajouté
web_search
17 September 2026 12:49
Ajouté
youtube_get_pipeline_status
17 September 2026 12:49
Ajouté
youtube_health_check
17 September 2026 12:49
Ajouté
youtube_get_recommendations
17 September 2026 12:49
Ajouté
youtube_get_performance
17 September 2026 12:49
Ajouté
youtube_upload_video
17 September 2026 12:49
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